{"id":35493,"date":"2021-10-27T23:01:51","date_gmt":"2021-10-27T21:01:51","guid":{"rendered":"https:\/\/www.unhcr.org\/innovation\/?p=35493"},"modified":"2021-10-27T23:05:05","modified_gmt":"2021-10-27T21:05:05","slug":"lights-at-night-in-aleppo-syria","status":"publish","type":"post","link":"https:\/\/www.unhcr.org\/innovation\/lights-at-night-in-aleppo-syria\/","title":{"rendered":"Lights at Night in Aleppo Syria"},"content":{"rendered":"<p>[et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;3.22.7&#8243; custom_padding=&#8221;0px||0px|||&#8221;][et_pb_row custom_padding=&#8221;||0px|||&#8221; _builder_version=&#8221;3.22.7&#8243;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;3.22.7&#8243;][et_pb_text _builder_version=&#8221;3.22.7&#8243; custom_padding=&#8221;||32px|||&#8221;]<\/p>\n<p>Using nighttime satellite imagery above Aleppo, this project was able to demonstrate how light can be used to monitor humanitarian crises in conflict that prevents access to an area by humanitarian actors. It was able to estimate how many people were affected during the crisis and where they moved to by examining the changes in lit areas in Aleppo over the course of conflict.<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;3.22.7&#8243; custom_padding=&#8221;1px||0px|||&#8221;][et_pb_row custom_padding=&#8221;|32px||32px||true&#8221; make_equal=&#8221;on&#8221; _builder_version=&#8221;3.22.7&#8243; background_color=&#8221;#f4f4f4&#8243; border_radii=&#8221;on|8px|8px|8px|8px&#8221;][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;3.22.7&#8243;][et_pb_text module_class=&#8221;grey&#8221; _builder_version=&#8221;3.22.7&#8243;]<\/p>\n<h2>Humanitarian challenge<\/h2>\n<p>Understand population flow movement in areas without humanitarian access<\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;3.22.7&#8243;][et_pb_text _builder_version=&#8221;3.22.7&#8243;]<\/p>\n<h2>Challenge Question<\/h2>\n<p><em>How can UNHCR see where areas have internally displaced people move from\/to in a certain period of time?<\/em><\/p>\n<p>[\/et_pb_text][\/et_pb_column][et_pb_column type=&#8221;1_3&#8243; _builder_version=&#8221;3.22.7&#8243;][et_pb_text _builder_version=&#8221;3.22.7&#8243;]<\/p>\n<h2>Data innovation solution<\/h2>\n<p>Satellite imagery, potential categorization with AI<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][\/et_pb_section][et_pb_section fb_built=&#8221;1&#8243; _builder_version=&#8221;3.22.7&#8243; custom_padding=&#8221;0px|||||&#8221;][et_pb_row custom_padding=&#8221;30px|||||&#8221; _builder_version=&#8221;3.22.7&#8243;][et_pb_column type=&#8221;4_4&#8243; _builder_version=&#8221;3.22.7&#8243;][et_pb_toggle title=&#8221;Papers and Citations&#8221; _builder_version=&#8221;3.22.7&#8243;][\/et_pb_toggle][et_pb_toggle title=&#8221;Media Outlets&#8221; _builder_version=&#8221;3.22.7&#8243;][\/et_pb_toggle][et_pb_toggle title=&#8221;Blogs&#8221; _builder_version=&#8221;3.22.7&#8243;][\/et_pb_toggle][et_pb_toggle title=&#8221;Code\/data repo&#8221; _builder_version=&#8221;3.22.7&#8243;][\/et_pb_toggle][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Using nighttime satellite imagery above Aleppo, this project was able to demonstrate how light can be used to monitor humanitarian crises in conflict that prevents access to an area by humanitarian actors.<\/p>\n","protected":false},"author":10,"featured_media":32319,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[749],"tags":[],"class_list":["post-35493","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-innovation-project"],"acf":{"author":"","authors_title":"","project":false},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - 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